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Effective Information Extraction Framework for Heterogeneous Clinical Reports Using Online Machine Learning and Controlled Vocabularies

Shuai Zheng, James J Lu, Nima Ghasemzadeh, Salim S Hayek, Arshed A Quyyumi, Fusheng Wang

JMIR Med Inform 2017;5(2):e12

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Depression Risk Prediction for Chinese Microblogs via Deep-Learning Methods: Content Analysis

Xiaofeng Wang, Shuai Chen, Tao Li, Wanting Li, Yejie Zhou, Jie Zheng, Qingcai Chen, Jun Yan, Buzhou Tang

JMIR Med Inform 2020;8(7):e17958

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An Interpretable and Expandable Deep Learning Diagnostic System for Multiple Ocular Diseases: Qualitative Study

Kai Zhang, Xiyang Liu, Fan Liu, Lin He, Lei Zhang, Yahan Yang, Wangting Li, Shuai Wang, Lin Liu, Zhenzhen Liu, Xiaohang Wu, Haotian Lin

J Med Internet Res 2018;20(11):e11144

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Internet Use, Risk Awareness, and Demographic Characteristics Associated With Engagement in Preventive Behaviors and Testing: Cross-Sectional Survey on COVID-19 in the United States

Siyue Li, Bo Feng, Wang Liao, Wenjing Pan

J Med Internet Res 2020;22(6):e19782

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Using Character-Level and Entity-Level Representations to Enhance Bidirectional Encoder Representation From Transformers-Based Clinical Semantic Textual Similarity Model: ClinicalSTS Modeling Study

Ying Xiong, Shuai Chen, Qingcai Chen, Jun Yan, Buzhou Tang

JMIR Med Inform 2020;8(12):e23357

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Automated Information Extraction on Treatment and Prognosis for Non–Small Cell Lung Cancer Radiotherapy Patients: Clinical Study

Shuai Zheng, Salma K Jabbour, Shannon E O'Reilly, James J Lu, Lihua Dong, Lijuan Ding, Ying Xiao, Ning Yue, Fusheng Wang, Wei Zou

JMIR Med Inform 2018;6(1):e8

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Using Reports of Symptoms and Diagnoses on Social Media to Predict COVID-19 Case Counts in Mainland China: Observational Infoveillance Study

Cuihua Shen, Anfan Chen, Chen Luo, Jingwen Zhang, Bo Feng, Wang Liao

J Med Internet Res 2020;22(5):e19421

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Characterizing the COVID-19 Infodemic on Chinese Social Media: Exploratory Study

Shuai Zhang, Wenjing Pian, Feicheng Ma, Zhenni Ni, Yunmei Liu

JMIR Public Health Surveill 2021;7(2):e26090

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A Mobile-Based Intervention for Dietary Behavior and Physical Activity Change in Individuals at High Risk for Type 2 Diabetes Mellitus: Randomized Controlled Trial

Zidu Xu, Ji Geng, Shuai Zhang, Kexin Zhang, Lin Yang, Jing Li, Jiao Li

JMIR Mhealth Uhealth 2020;8(11):e19869

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Promoting a Hand Hygiene Program Using Social Media: An Observational Study

Sung-Ching Pan, Wang-Huei Sheng, Kuei-Lien Tien, Kuang-Tse Chien, Yee-Chun Chen, Shawn-Chwen Chang

JMIR Public Health Surveill 2016;2(1):e5

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